Entering edit mode
John Lande
▴
280
@john-lande-2357
Last seen 10.2 years ago
dear all,
recently I tried old scripts running siggenes function. to have
reproducibility with sam in excel I used the option lambda=0.5.
now it seems that with siggenes 1.20.0 this option is not available.
did it
simply changed the name, or it was removed?
furthermore if I run the summary I am not conviced by the FDR
calculation.
as you can see, using a minimum FC of 1.1, and a delta of 0.1, I have
a FDR
of 0.0141
but if I calculate the ratio between False Called genes and Called
Genes, I
have much higher FDR.
this does not happen if I dont require any minimum FC
summary(sam.H1vsCriF11)
SAM Analysis for the Two-Class Unpaired Case Assuming Unequal
Variances
Number of variables having a fold change >= 1.1 or <= 0.9091 : 2098
s0 = 0
Number of permutations: 6 (complete permutation)
MEDIAN number of falsely called variables is computed.
Delta p0 False Called FDR cutlow cutup j2 j1
1 0.1 0.015 1922 2071 0.0141 -0.244 0.361 1022 1050
2 5.4 0.015 0 28 0 -11.876 11.812 13 2084
sessionInfo()
R version 2.10.0 (2009-10-26)
i686-pc-linux-gnu
locale:
[1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
[3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
[5] LC_MONETARY=C LC_MESSAGES=en_US.UTF-8
[7] LC_PAPER=en_US.UTF-8 LC_NAME=C
[9] LC_ADDRESS=C LC_TELEPHONE=C
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
attached base packages:
[1] tools splines stats graphics grDevices utils
datasets
[8] methods base
other attached packages:
[1] hgu133a.db_2.3.5 org.Hs.eg.db_2.3.6 annaffy_1.18.0
[4] KEGG.db_2.3.5 GO.db_2.3.5 hgu133acdf_2.5.0
[7] siggenes_1.20.0 multtest_2.2.0 limma_3.2.1
[10] lumi_1.12.2 MASS_7.3-3 RSQLite_0.7-3
[13] DBI_0.2-4 preprocessCore_1.8.0 mgcv_1.5-6
[16] annotate_1.20.1 xtable_1.5-6 AnnotationDbi_1.8.1
[19] gcrma_2.18.0 affy_1.24.2 Biobase_2.6.1
loaded via a namespace (and not attached):
[1] affyio_1.14.0 Biostrings_2.14.8 grid_2.10.0
IRanges_1.4.9
[5] lattice_0.17-26 nlme_3.1-96 survival_2.35-7
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